# Local Descriptor Matching on Roto-360 1.0 (test) Source: [Local Descriptor Matching on Roto-360 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:56.578Z Evaluation of local descriptor matching performance using metrics like MMA (Mean Matching Accuracy) on the test split of the Roto-360 1.0 dataset. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Local Descriptor Matching | | Dataset (including any stated split) | Roto-360 1.0 (test) | | Metric | MMA @10px | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MMA @10px](): Higher is better; unit: PERCENT. - [MMA @5px](): Higher is better; unit: PERCENT. - [MMA @3px](): Higher is better; unit: PERCENT. - [Predicted Count](): Higher is better; unit: SCALAR. - [Total Count](): Higher is better; unit: SCALAR. ## Recorded results | Method | MMA @10px | Result date | Report paper | | --- | --- | --- | --- | | RELF | 94.35 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 93.08 | Not recorded | 68fa6edf1e209131cea428e8 | | ORB | 86.78 | Not recorded | 68fa6edf1e209131cea428e8 | | SIFT | 78.86 | Not recorded | 68fa6edf1e209131cea428e8 | | LF-Net | 75.05 | Not recorded | 68fa6edf1e209131cea428e8 | | GIFT | 42.35 | Not recorded | 68fa6edf1e209131cea428e8 | | SuperPoint | 22.85 | Not recorded | 68fa6edf1e209131cea428e8 | | LISRD | 16.96 | Not recorded | 68fa6edf1e209131cea428e8 | | ASLFeat | 16.38 | Not recorded | 68fa6edf1e209131cea428e8 | | R2D2 | 15.8 | Not recorded | 68fa6edf1e209131cea428e8 | | RF-Net | 15.64 | Not recorded | 68fa6edf1e209131cea428e8 | | D2-Net | 15.56 | Not recorded | 68fa6edf1e209131cea428e8 | | PosFeat | 13.76 | Not recorded | 68fa6edf1e209131cea428e8 | | DISK | 13.22 | Not recorded | 68fa6edf1e209131cea428e8 | ### RELF MMA @10px: 94.35. Result ID: 6990778f3a6c31484900c37f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Keypoint Detector":"SuperPoint \[10\]","Multiple candidate descriptors selection":true}. This record does not assert independent reproduction. ### RELF MMA @10px: 93.08. Result ID: 6990778f3a6c31484900c37e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Keypoint Detector":"SuperPoint \[10\]","Multiple candidate descriptors selection":false}. This record does not assert independent reproduction. ### ORB MMA @10px: 86.78. Result ID: 6990778f3a6c31484900c373. [Reporting paper]() Recorded evaluation configuration: {"Keypoint Detector":"ORB"}. This record does not assert independent reproduction. ### SIFT MMA @10px: 78.86. Result ID: 6990778f3a6c31484900c372. [Reporting paper]() Recorded evaluation configuration: {"Keypoint Detector":"SIFT"}. This record does not assert independent reproduction. ### LF-Net MMA @10px: 75.05. Result ID: 6990778f3a6c31484900c375. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"LF-Net"}. This record does not assert independent reproduction. ### GIFT MMA @10px: 42.35. Result ID: 6990778f3a6c31484900c379. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"SuperPoint"}. This record does not assert independent reproduction. ### SuperPoint MMA @10px: 22.85. Result ID: 6990778f3a6c31484900c374. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"SuperPoint"}. This record does not assert independent reproduction. ### LISRD MMA @10px: 16.96. Result ID: 6990778f3a6c31484900c37a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"Off-the-shelf \[45\]"}. This record does not assert independent reproduction. ### ASLFeat MMA @10px: 16.38. Result ID: 6990778f3a6c31484900c37b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"ASLFeat"}. This record does not assert independent reproduction. ### R2D2 MMA @10px: 15.8. Result ID: 6990778f3a6c31484900c378. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"R2D2"}. This record does not assert independent reproduction. ### RF-Net MMA @10px: 15.64. Result ID: 6990778f3a6c31484900c376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Keypoint Detector":"RF-Net"}. This record does not assert independent reproduction. ### D2-Net MMA @10px: 15.56. Result ID: 6990778f3a6c31484900c377. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Keypoint Detector":"D2-Net"}. This record does not assert independent reproduction. ### PosFeat MMA @10px: 13.76. Result ID: 6990778f3a6c31484900c37d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Keypoint Detector":"Off-the-shelf \[27\]"}. This record does not assert independent reproduction. ### DISK MMA @10px: 13.22. Result ID: 6990778f3a6c31484900c37c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Keypoint Detector":"DISK"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.